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Always-On AI Agents: How OpenAI Dots Change the Workday
artificial intelligence Sep 30, 2026 6 min read

Always-On AI Agents: How OpenAI Dots Change the Workday

OpenAI’s Dots are persistent AI agents that use cloud computers, connected apps, and learned preferences to keep projects moving. This guide explains how always-on agents work, where permissions and approvals matter, and why safety boundaries are central to the design.

by ahsan
#ai agents #artificial intelligence #automation #openai #productivity
Discovery Loop: How to Automate the Experimental Cycle
ai research Aug 05, 2026 7 min read

Discovery Loop: How to Automate the Experimental Cycle

A Discovery Loop automates the propose → run → evaluate → learn cycle that drives scientific and engineering progress. Instead of manual, sequential iteration, it runs many experiments in parallel and learns from outcomes to propose better next steps.

by ahsan
#ai research #automation #autonomous agents #ml ops #scientific computing

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